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Localization on EuRoC and KITTI (test)

1Latency (ms)IMU only
-14.9692.77200.5308.23May 5, 2026

Evaluation results

MethodLinks
IMU onlySensors=IMU, Map=—, Hardware=CPU2026.0510
TACOSensors=mono cam + IMU, Map=satellite, Hardware=RTX 3090, 1.5GB2026.0512
Zhang et al.Sensors=stereo cam, Map=satellite, Hardware=RTX 30902026.05310
DPVOSensors=mono cam, Map=online, Hardware=RTX 3090, 4 GB†2026.05212.5
ORB-SLAM3Sensors=mono cam, Map=online, Hardware=CPU2026.0550—
DROID-SLAMSensors=mono cam, Map=online, Hardware=RTX 3090, 20 GB†2026.05597.2
OrienterNetSensors=mono cam, Map=OSM, Hardware=GPU2026.058810.7
Fervers et al.Sensors=4×surround cam + IMU, Map=satellite, Hardware=RTX 60002026.0540049